Xiao Shou

CoRR, 2024

2023

Pairwise Causality Guided Transformers for Event Sequences.

[BibT_eX]

[DOI]

Oktie Hassanzadeh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Probabilistic Attention-to-Influence Neural Models for Event Sequences.

[BibT_eX]

[DOI]

Oktie Hassanzadeh

Proceedings of the International Conference on Machine Learning, 2023

Influence-Aware Attention for Multivariate Temporal Point Processes.

[BibT_eX]

[DOI]

Proceedings of the Conference on Causal Learning and Reasoning, 2023

Concurrent Multi-Label Prediction in Event Streams.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care Management.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021

Causal Inference for Event Pairs in Multivariate Point Processes.

[BibT_eX]

[DOI]

Nicholas Mattei

Jason Nicholas Kuruzovich

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Predictive Modeling for Complex Care Management.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Match2: hybrid self-organizing map and deep learning strategies for treatment effect estimation.

[BibT_eX]

[DOI]

Jason Nicholas Kuruzovich

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2019

Supervised Mixture Models for Population Health.

[BibT_eX]

[DOI]

Malik Magdon-Ismail